mlflow
AI & Machine Learning

MLflow

An open-source platform for the machine learning lifecycle.

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MLflow tracking server configs, artifact store setups (S3, GCS), model registry configs, autologging recipes and serving deployment patterns.

Configuration Recipes1

mlflowYAMLintermediateVerified
MLflow Tracking Server with PostgreSQL and S3 Artifact Store

Deploy a production MLflow tracking server backed by PostgreSQL for run metadata and S3 for artifacts. Includes docker-compose setup, basic auth proxy and Python client configuration.

MLflow · AI & Machine Learning
ProductionDockerDatabaseMonitoringBackup
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Recipes
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intermediate
1
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ProductionDockerDatabaseMonitoringBackup
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